Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "32"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 32 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 233 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 222 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_10321/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 32, Node 2:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.009056 3.871391 18.482482 13.943354 8.398362 11.942860 10.556991 11.163305 0.7124 0.7401 0.1827 14.005175 12.747950
2459593 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 29.402325 24.104279 10.477514 11.800213 15.402347 7.885089 5.235726 6.181740 0.6391 0.6680 0.1732 3.387374 3.720368
2459592 dish_ok 0.00% 100.00% 100.00% 0.00% - - 0.185814 -1.149845 1.203714 1.395356 -0.998252 -0.610617 -1.926032 0.025834 0.0290 0.0290 0.0010 nan nan
2459591 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 35.375153 31.900438 13.104925 14.476190 5.078834 7.511360 1.579349 1.662995 0.5615 0.5961 0.2432 3.032184 3.224007
2459590 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 36.855391 32.692837 11.757960 13.284995 5.374305 4.106698 3.455777 4.734138 0.5624 0.5977 0.2391 4.317231 4.468411
2459589 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 35.481136 27.144896 10.589869 10.714381 3.981894 4.030017 5.991594 7.870616 0.6059 0.6421 0.2154 3.039924 3.459800
2459588 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 216.078222 215.749750 inf inf 22.902962 25.608793 21.462675 19.695784 nan nan nan 0.000000 0.000000
2459587 dish_ok 100.00% - - - 100.00% 0.00% 350.418501 351.698808 inf inf 107.499264 110.188315 578.145724 532.067935 nan nan nan 0.000000 0.000000
2459586 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 22.872064 15.345221 0.879604 0.562836 6.571085 5.204907 18.644823 30.787133 0.5826 0.6246 0.2895 3.380385 3.452822
2459585 dish_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.095508 -1.019225 0.156265 0.895116 -0.562873 0.086794 -0.721337 0.494049 0.0326 0.0317 0.0009 0.000000 0.000000
2459584 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 43.575132 20.683671 5.955004 2.788531 4.059668 3.993980 4.094837 10.847284 0.5338 0.6105 0.3382 5.676425 7.643433
2459583 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 34.010629 13.336354 2.810169 1.327807 10.279468 12.730844 12.543739 9.661128 0.5611 0.6347 0.3487 4.157510 4.335705
2459582 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 34.258939 8.517548 2.544632 0.687899 3.719224 2.761571 3.125962 5.523974 0.5609 0.6477 0.3554 3.659026 3.774815
2459581 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459580 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 34.441106 2.523011 2.782837 0.160358 3.051657 1.138906 4.536445 7.680646 0.5702 0.6722 0.3668 4.378318 4.816412
2459579 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 35.483656 5.981149 3.487299 0.878536 4.503574 3.475902 3.658543 5.685952 0.5664 0.6623 0.3626 3.249964 4.051670
2459578 dish_ok 0.00% 100.00% 100.00% 0.00% - - -0.293737 -0.002769 -0.741714 -0.722469 0.117419 -1.013766 -0.596653 -0.441531 0.0303 0.0295 0.0010 nan nan
2459577 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 41.652539 25.462904 2.670917 1.754808 4.905837 18.788000 5.652422 23.675339 0.5664 0.6296 0.3133 3.460382 3.447127
2459576 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 32.667062 13.974871 2.142044 1.189917 5.876657 14.351921 9.396989 30.294439 0.5857 0.6525 0.3158 2.670382 2.781079
2459575 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 23.855344 -0.000339 1.399996 0.204305 12.804474 -0.269316 2.642221 0.285138 0.6962 0.7489 0.3161 0.000000 0.000000
2459574 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 32.301395 3.629643 1.966282 0.230341 4.192956 5.471123 5.347782 11.913415 0.5989 0.6887 0.3460 3.561644 3.301380
2459573 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 30.593300 0.381292 3.508498 0.397459 14.694951 -0.770609 1.546196 0.073999 0.5769 0.6781 0.3785 0.000000 0.000000
2459572 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 33.121941 0.156472 1.923349 0.117363 2.065895 -0.567296 2.123690 0.086281 0.5727 0.6799 0.3795 4.832569 4.825312
2459571 dish_ok 0.00% 100.00% 100.00% 0.00% - - -0.062723 0.019629 -0.764368 -0.760333 1.853431 -0.162758 -1.189644 -0.402564 0.0299 0.0300 0.0011 nan nan
2459570 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 43.571382 9.684418 11.168598 8.903732 3.770096 6.203417 4.893685 13.250407 0.5769 0.6792 0.3515 5.415271 6.127361
2459569 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 33.897793 2.001508 2.541278 0.256481 3.203901 2.650121 3.561969 1.887589 0.6860 0.7455 0.2253 4.460002 3.793713
2459566 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 34.731971 -0.138820 2.974230 0.338022 3.691172 -0.441553 2.189306 0.480540 0.5706 0.6820 0.3846 -0.000000 -0.000000
2459565 dish_ok 0.00% - - - 100.00% 0.00% 0.000000 0.000000 -0.016407 -0.016407 -0.758305 -0.758305 -0.875717 -0.875717 nan nan nan 0.000000 0.000000
2459564 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.669094 0.963712 -0.311312 0.911606 -0.245326 -0.715732 0.303176 5.330080 0.5872 0.6788 0.3622 2.896865 2.674959
2459563 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459562 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.681610 0.060095 -0.645162 -0.027293 -0.846772 -1.450773 -0.438842 -1.240461 0.5823 0.6828 0.3657 3.309538 2.923682
2459561 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.058963 0.665316 -0.083666 0.501413 1.568568 -1.174346 0.195329 -2.008976 0.6028 0.6871 0.3666 3.587023 3.129015
2459560 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.077806 0.438877 -0.448344 0.319120 1.296573 -0.662855 -0.223698 -1.507035 0.5895 0.6804 0.3770 3.443673 2.978336
2459559 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.873420 0.937267 -0.042409 0.815546 -0.182652 -0.271751 -0.232996 -1.409148 0.5809 0.6886 0.3717 2.964658 2.823695
2459558 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.388000 4.248796 9.959868 10.230720 22.909161 12.029837 5.892383 -0.616789 0.6177 0.6730 0.3773 2.482069 2.774034
2459557 dish_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0320 0.0299 0.0010 nan nan
2459556 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.108040 4.648919 9.993229 10.475665 17.638337 12.368605 19.206941 8.210053 0.6019 0.6716 0.3590 2.464541 2.624356
2459553 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.5770 0.6615 0.3653 nan nan
2459552 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.053640 5.491279 12.636354 14.613140 17.962726 23.115774 0.849647 1.484863 0.5719 0.6672 0.3629 1.397802 1.292768
2459551 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.338182 0.630991 -0.362503 0.514425 -0.421167 -0.805804 -0.992557 -1.499233 0.5666 0.6799 0.3830 3.155291 2.983019
2459550 dish_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0409 0.0398 0.0007 nan nan
2459549 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459542 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 20.149414 4.275438 18.648638 21.675993 0.733228 1.133542 3.299964 8.513959 0.6365 0.7254 0.3313 3.466845 3.162271
2459541 dish_ok 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% 21.629911 3.851233 11.530692 12.943713 8.545644 10.115490 4.789346 3.509205 0.6270 0.7176 0.3100 4.724701 4.329571
2459540 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.096247 3.362693 1.332957 1.504450 3.372451 2.146516 4.995358 4.449327 0.6584 0.7031 0.2931 3.275255 3.083049
2459536 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 22.862142 16.665279 15.548556 16.047633 19.215560 21.451077 11.994507 53.898406 0.6081 0.6476 0.2760 2.442179 2.594072
2459535 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.479536 2.407856 0.980832 1.340601 3.856167 2.019456 3.497861 4.294477 0.6940 0.7224 0.3238 2.630667 2.703214
2459534 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.002991 0.639474 0.148573 0.514882 4.060524 0.468517 10.319687 4.777178 0.7069 0.7396 0.3380 5.757262 6.882179
2459533 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.647243 4.730428 10.158922 11.007084 18.024863 10.290646 1.064104 -1.792317 0.6391 0.7023 0.3768 2.481108 2.654679
2459532 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.505001 5.009545 12.439729 13.860346 13.836571 18.075972 4.044963 9.358922 0.6010 0.6838 0.3591 2.713705 2.895107
2459530 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.370618 0.364275 -0.223931 0.456289 -0.133140 -0.607009 1.731384 0.569669 0.6295 0.7168 0.3648 2.495552 2.892967
2459527 dish_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 dish_ok 100.00% 100.00% 100.00% 0.00% - - 4.591684 4.383989 6.157273 5.908497 5.093518 2.556962 0.574233 -0.287464 0.0344 0.0319 0.0012 nan nan
2459508 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.564978 6.745424 8.995634 8.807025 16.400865 7.344586 9.143749 10.110728 0.8708 0.9118 0.2367 0.000000 0.000000
2459505 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 22.417677 4.957892 10.209276 10.513091 4.589736 5.725806 3.465372 13.274056 0.8054 0.8413 0.1733 6.263296 6.917073

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 32: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Shape 37.096567 -0.068214 37.096567 8.196180 5.964404 4.997022 12.017030 10.459191 10.139265

Antenna 32: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 139.476744 36.904083 6.248000 3.987567 4.223254 17.594046 24.739349 34.580347 139.476744

Antenna 32: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 64.415787 37.614798 30.766526 2.404035 1.511936 11.392458 8.192020 64.415787 52.763910

Antenna 32: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 55.878405 37.778014 31.418064 1.548546 0.857251 8.537696 5.315035 55.878405 45.794083

Antenna 32: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 47.482253 9.144815 9.379213 2.081702 1.859568 15.760966 15.959597 46.331245 47.482253

Antenna 32: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 147.980810 24.376855 25.830850 2.115540 2.473860 13.037668 10.506739 147.980810 119.658255

Antenna 32: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Temporal Discontinuties 151.921114 36.234760 35.020154 1.939905 1.035645 46.046589 12.888073 151.921114 47.559084

Antenna 32: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 31.702020 31.702020 29.787886 5.204094 7.053998 0.622746 0.966041 1.138247 4.261315

Antenna 32: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 22.536760 18.254866 18.707492 2.571245 2.251254 -0.117334 2.007710 7.792841 22.536760

Antenna 32: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 104.006654 12.493343 21.598707 1.407885 2.646340 2.096567 0.403814 104.006654 19.982526

Antenna 32: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 29.366602 29.366602 27.437022 3.611552 4.848338 0.571129 0.934602 11.326955 7.312233

Antenna 32: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 32.309386 32.309386 28.079654 4.430010 5.196383 0.940633 2.191818 1.562925 2.662972

Antenna 32: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 33.786151 29.816097 33.786151 5.838589 4.765097 1.122481 0.871919 3.886001 1.336226

Antenna 32: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 23.289740 21.415203 23.289740 2.670264 2.363251 0.283731 0.438666 2.662878 1.082937

Antenna 32: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 127.401502 8.327710 22.587259 0.797907 2.657997 16.249785 1.695134 127.401502 22.989729

Antenna 32: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 40.579468 40.579468 38.151019 5.972799 7.514697 1.738654 5.527130 1.469308 3.470394

Antenna 32: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Shape 27.865502 27.865502 24.334403 3.875645 2.667170 2.017324 2.960136 1.398559 0.767415

Antenna 32: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Shape 38.475979 -0.782822 38.475979 -0.695560 5.378851 4.574310 5.397532 16.482017 26.531593

Antenna 32: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Temporal Discontinuties 46.460585 39.984694 0.026460 5.508118 -0.393967 15.267176 11.949256 46.460585 28.538677

Antenna 32: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Shape 7.447051 7.447051 0.326305 -0.422887 0.442148 -0.054368 0.181344 -0.730660 -1.476028

Antenna 32: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Shape 28.677380 28.677380 -0.568895 3.043009 -0.548947 4.260552 3.248476 14.576380 9.332254

Antenna 32: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Shape 21.236499 -0.276660 21.236499 -0.735444 2.908793 -0.523668 0.447697 5.159369 9.596774

Antenna 32: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 26.598247 23.356471 26.446469 0.967914 1.619460 4.824640 9.975363 19.915774 26.598247

Antenna 32: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 31.667011 19.076293 21.468729 0.615383 1.425494 4.674198 7.858039 29.656986 31.667011

Antenna 32: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 28.523889 28.523889 26.556039 1.801873 1.037787 9.860303 4.401092 15.268915 12.307192

Antenna 32: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 34.988717 29.923979 34.988717 3.107242 4.242851 6.535279 21.022089 4.532163 10.203092

Antenna 32: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 217.404998 37.546014 19.492583 3.182827 1.171389 4.533510 9.484262 41.247781 217.404998

Antenna 32: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 39.341889 24.967441 29.260286 0.898045 1.905341 3.477931 8.650060 17.616808 39.341889

Antenna 32: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Variability 39.817020 25.226149 10.518532 1.321728 0.104903 7.711701 39.817020 16.559586 24.703645

Antenna 32: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Variability 853.521957 0.555742 -0.064290 0.994733 0.192279 714.101165 853.521957 603.155974 713.048081

Antenna 32: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 Not Found ee Temporal Discontinuties 11.713885 1.865535 1.534440 1.148265 1.050638 3.306547 4.202138 10.995910 11.713885

Antenna 32: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 158.923330 24.116311 22.757383 1.395231 0.789818 12.993631 4.670038 158.923330 38.626533

Antenna 32: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Temporal Discontinuties 16.218110 1.816479 0.607684 0.449462 -0.349402 1.886981 2.049674 16.218110 9.349620

Antenna 32: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 34.688552 30.326562 34.688552 5.273502 6.675475 4.740120 4.599340 25.424804 28.001051

Antenna 32: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Temporal Discontinuties 5.000010 1.726235 1.136210 0.230409 -0.341413 2.765666 1.488663 5.000010 4.888965

Antenna 32: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Variability 1406.358999 0.876825 1.378419 1.541844 2.334874 1406.358999 1167.259779 565.510766 475.244565

Antenna 32: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Temporal Discontinuties 10.202987 1.596800 0.365906 1.115898 -0.474596 5.224710 3.272787 10.202987 10.097801

Antenna 32: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 35.795750 29.018938 35.795750 3.800328 6.011719 8.215815 16.231345 21.432252 28.164394

Antenna 32: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 21.377878 21.377878 19.011474 1.897343 1.060012 0.794267 0.658950 10.935776 9.535940

Antenna 32: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Variability 537.715270 -0.282971 0.566028 0.333494 1.189522 537.715270 439.381128 465.531692 385.138677

Antenna 32: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 498.482921 -0.105936 0.478307 0.526765 1.241327 191.511989 156.948639 498.482921 414.150679

Antenna 32: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 596.513067 -0.156065 0.804093 0.446583 1.537159 302.101367 246.458683 596.513067 492.966748

Antenna 32: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 79.623281 6.622030 38.292968 -0.268490 3.093633 43.088625 12.036109 79.623281 29.949889

Antenna 32: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 520.221833 0.285186 -0.221172 1.210216 0.508285 213.994112 259.029568 435.449121 520.221833

Antenna 32: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 3.360966 -0.065650 0.142429 -0.461473 0.227066 1.313975 1.987547 3.360966 3.245202

Antenna 32: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 592.216118 -0.396664 -0.187393 0.100879 0.562798 502.014428 410.952173 592.216118 491.286665

Antenna 32: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Temporal Variability 28268.448895 19.626885 21.158765 29.679617 30.907979 26909.244620 28268.448895 24440.827774 25914.686290

Antenna 32: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 379.254364 -0.455008 -0.130783 -0.011196 0.717542 200.364109 171.563117 379.254364 326.821850

Antenna 32: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 50.236845 41.326878 29.468723 4.040885 2.555924 4.161228 12.468620 28.462307 50.236845

Antenna 32: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Variability 868.093277 -0.186942 -0.388540 0.947086 0.308593 710.484645 868.093277 208.013531 248.751738

Antenna 32: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Variability 933.434509 -0.424201 -0.040837 0.141973 0.823006 933.434509 759.742645 433.620358 358.367310

Antenna 32: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Variability 11.518573 0.770069 0.177537 0.672057 -0.417349 11.513789 11.518573 9.834189 9.747729

Antenna 32: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 10.311385 0.846450 0.187402 0.299314 -0.487761 4.060833 3.350920 9.931765 10.311385

Antenna 32: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 14.071849 0.382965 -0.036463 0.670582 -0.016175 2.797540 4.005254 13.746901 14.071849

Antenna 32: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 37.689031 32.320866 37.689031 3.928804 5.552649 4.232566 2.755392 2.858533 4.957017

Antenna 32: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Temporal Discontinuties 11.214656 0.149573 0.727562 0.028493 0.769261 3.781944 4.077110 11.214656 10.962760

Antenna 32: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance nn Shape 33.565126 33.565126 28.115441 8.488637 7.013137 2.517858 2.198273 4.518469 5.237157

Antenna 32: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Temporal Discontinuties 3.429047 0.374225 0.286540 -0.194929 0.097294 2.678240 2.242988 3.327217 3.429047

Antenna 32: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 RF_maintenance ee Temporal Variability 5.518876 0.520769 0.509734 0.121922 0.344752 3.150640 5.518876 5.208924 5.202796

Antenna 32: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 dish_ok nn Shape 33.971658 29.241998 33.971658 4.016882 5.957657 4.260588 2.799441 6.954778 6.271357

Antenna 32: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 dish_ok ee Temporal Discontinuties 5.655886 0.597816 0.558624 -0.977697 -1.075415 -1.648773 -1.607015 5.624311 5.655886

Antenna 32: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 dish_ok ee Temporal Discontinuties 4.397530 0.496096 0.454620 0.118802 0.250976 2.128237 3.218893 4.263956 4.397530

Antenna 32: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 dish_ok ee Temporal Discontinuties 12.258208 0.357429 1.013885 -0.372436 0.512393 3.378312 3.601626 12.243328 12.258208

Antenna 32: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 dish_ok ee Temporal Variability 23.911333 0.382511 1.251936 -0.181895 1.107080 16.809913 23.911333 3.602278 3.215750

Antenna 32: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 dish_ok nn Shape 39.161349 31.423105 39.161349 2.089854 3.284098 2.398594 2.921507 2.746604 4.000089

Antenna 32: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 dish_ok nn Shape 38.407248 38.407248 31.322909 1.777273 0.939720 3.317568 3.351222 1.545211 0.936509

Antenna 32: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 dish_ok ee Temporal Discontinuties 12225.783968 3234.890126 3234.890126 3020.395080 3020.395080 2429.202002 2429.202002 12225.783968 12225.783968

Antenna 32: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 dish_ok nn Temporal Discontinuties 2890.385656 793.819244 793.819244 715.796331 715.796331 727.655605 727.655605 2890.385656 2890.385656

Antenna 32: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 N02 dish_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 32: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 N02 dish_ok nn Shape 35.665046 35.665046 30.768735 3.082365 2.094183 1.672653 2.831441 7.375121 7.719977

Antenna 32: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok ee Shape 32.929298 32.929298 32.724279 4.646366 5.836280 8.815195 6.067160 4.874808 7.766201

Antenna 32: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 25.114425 24.451289 25.114425 2.729954 3.980734 3.669394 2.815434 2.259255 3.802035

Antenna 32: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 39.023385 32.471809 39.023385 7.246103 10.870326 10.392246 2.972952 7.155186 5.618213

Antenna 32: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 40.334896 34.889008 40.334896 8.584596 11.662606 11.112592 3.641810 10.828646 7.232344

Antenna 32: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 40.348333 33.525048 40.348333 6.608171 8.438688 2.134200 3.617462 4.230108 2.325630

Antenna 32: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 32: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 28.773321 28.773321 24.943225 9.335943 7.117841 1.220344 1.526690 4.877188 1.901682

Antenna 32: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 35.747729 35.747729 32.150998 7.063494 5.533119 4.898880 6.441629 6.542756 5.856505

Antenna 32: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 39.990826 39.990826 36.735273 6.727431 5.373904 7.273212 8.139525 11.705872 9.101066

Antenna 32: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 39.496772 35.368787 39.496772 6.744074 8.922860 3.493735 2.540305 7.709880 8.567324

Antenna 32: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 43.161930 43.161930 37.238020 11.171611 8.176200 3.998853 6.700446 2.592549 10.356337

Antenna 32: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 40.267994 34.546332 40.267994 6.350196 8.796882 9.936684 4.740862 7.585742 2.891062

Antenna 32: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 43.228602 43.228602 36.673984 9.065224 6.195436 2.962163 7.455366 2.592172 6.721422

Antenna 32: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 46.208972 37.756024 46.208972 8.863275 11.458757 3.035062 5.904026 8.219970 4.708988

Antenna 32: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 36.529403 36.529403 32.278804 9.574193 6.723328 2.415322 5.261253 2.762942 2.998515

Antenna 32: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 37.732176 37.732176 32.509070 8.297623 6.275037 4.797812 5.004736 6.411919 9.098058

Antenna 32: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 32: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Power 2.533048 -0.259084 -1.528483 2.533048 0.994029 -1.243444 0.690520 0.864245 -0.874821

Antenna 32: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 36.403610 31.210655 36.403610 8.915093 11.424716 3.781782 5.571598 13.729068 15.741578

Antenna 32: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 40.766045 37.641964 40.766045 6.957960 9.440246 5.417166 3.284969 6.221146 6.462826

Antenna 32: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Power 0.755242 -0.575833 0.370082 0.092233 0.755242 -0.656779 -0.802239 -1.401472 0.291995

Antenna 32: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 44.471611 44.471611 40.176005 17.382839 14.257600 8.971498 7.468051 11.198636 12.837201

Antenna 32: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok ee Temporal Variability 2.547266 -1.281918 -0.497482 0.325806 1.735282 2.547266 -0.452894 -1.172835 0.673704

Antenna 32: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 38.508878 38.508878 34.048169 12.766000 10.533895 4.417543 3.781794 12.629695 8.375165

Antenna 32: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 32.459433 27.020946 32.459433 9.602327 13.043845 3.210940 4.772476 4.200150 7.827774

Antenna 32: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 32: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 34.828274 34.828274 30.032680 8.003910 6.425915 3.175669 2.239419 3.962674 3.560996

Antenna 32: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok ee Shape 42.332250 11.655011 42.332250 4.877993 8.836612 13.785704 5.423514 20.780648 7.650691

Antenna 32: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Shape 41.782341 41.782341 34.949274 7.860604 5.490236 4.036368 3.765127 14.157099 14.668266

Antenna 32: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
32 2 dish_ok nn Power 2.495060 -1.110791 -0.129427 0.862675 2.495060 1.492293 -0.818105 -1.286893 -0.129299